Title
Placement Strategy of Virtual Machines Based on Workload Characteristics
Abstract
Traditional Virtual Machines are over-provisioned to provide peak performance and waste a lot of system resources. In this paper, we propose and implement a placement strategy of Virtual Machines based on workload characteristic-s. In our approach, the virtual machines are placed into various groups after several iterations and matching based on the complementary of virtual machines' workloads. Requested resources are allocated to virtual machines placed in the same group according to the sum of individual resource requests. The experiment results show that the resource utilization of our approach was increased by 37.5% compared to traditional placement approaches, and it was increased by 12.5% compared with non-iterative matching approach. And we can conclude that our approach uses fewer physical machines and provides acceptable application performance.
Year
DOI
Venue
2012
10.1109/IPDPSW.2012.264
IPDPS Workshops
Keywords
Field
DocType
individual resource request,traditional placement approach,virtual machines,non-iterative matching approach,traditional virtual machines,requested resource,virtual machine,workload characteristics,placement strategy,acceptable application performance,peak performance,accuracy,correlation,resource allocation,resource management,quality of service,resource utilization
Resource management,Virtual machine,Workload,Computer science,Quality of service,Resource allocation,Distributed computing,Virtual machining
Conference
ISSN
Citations 
PageRank 
2164-7062
1
0.35
References 
Authors
0
3
Name
Order
Citations
PageRank
Jian Wan148356.15
Fei Pan2133.21
Cong-feng Jiang312422.08